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Distributed hierarchical SVD in the Hierarchical Tucker format

Published:2018-03-26 Issue:6 Volume:25 Page:e2174
ISSN:1070-5325
Container-title:Numerical Linear Algebra with Applications
language:en
Short-container-title:Numer Linear Algebra Appl

Author:

Grasedyck Lars¹,Löbbert Christian¹^ORCID

Affiliation:

1. Institut für Geometrie und praktische Mathematik; Rheinisch Westfälische Technische Hochschule Aachen; Germany

Funder

DFG priority programme 1648 (SPPEXA)

Publisher

Wiley

Subject

Applied Mathematics,Algebra and Number Theory

Link

http://onlinelibrary.wiley.com/wol1/doi/10.1002/nla.2174/fullpdf

Reference15 articles.

1. A literature survey of low-rank tensor approximation techniques;Grasedyck;GAMM-Mitt,2013

2. Parallel tensor sampling in the hierarchical Tucker format;Grasedyck;Comput Vis Sci,2015

3. Hierarchical singular value decomposition of tensors;Grasedyck;SIAM J Matrix Anal Appl,2010

4. Tensor Spaces and Numerical Tensor Calculus

5. Low-rank tensor Krylov subspace methods for parametrized linear systems;Kressner;SIAM J Matrix Anal Appl,2011

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